Dataset statistics
| Number of variables | 39 |
|---|---|
| Number of observations | 259211 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 9673 |
| Duplicate rows (%) | 3.7% |
| Total size in memory | 186.0 MiB |
| Average record size in memory | 752.6 B |
Variable types
| Numeric | 8 |
|---|---|
| Categorical | 31 |
| Dataset has 9673 (3.7%) duplicate rows | Duplicates |
count_floors_pre_eq is highly overall correlated with height_percentage and 1 other fields | High correlation |
foundation_type is highly overall correlated with has_superstructure_cement_mortar_brick and 4 other fields | High correlation |
ground_floor_type is highly overall correlated with has_superstructure_cement_mortar_brick and 1 other fields | High correlation |
has_secondary_use is highly overall correlated with has_secondary_use_agriculture and 1 other fields | High correlation |
has_secondary_use_agriculture is highly overall correlated with has_secondary_use | High correlation |
has_secondary_use_hotel is highly overall correlated with has_secondary_use | High correlation |
has_superstructure_cement_mortar_brick is highly overall correlated with foundation_type and 1 other fields | High correlation |
has_superstructure_mud_mortar_stone is highly overall correlated with foundation_type and 1 other fields | High correlation |
has_superstructure_rc_engineered is highly overall correlated with foundation_type | High correlation |
has_superstructure_rc_non_engineered is highly overall correlated with foundation_type | High correlation |
height_percentage is highly overall correlated with count_floors_pre_eq | High correlation |
other_floor_type is highly overall correlated with count_floors_pre_eq and 1 other fields | High correlation |
roof_type is highly overall correlated with foundation_type and 1 other fields | High correlation |
land_surface_condition is highly imbalanced (51.3%) | Imbalance |
foundation_type is highly imbalanced (60.9%) | Imbalance |
ground_floor_type is highly imbalanced (59.2%) | Imbalance |
position is highly imbalanced (50.4%) | Imbalance |
plan_configuration is highly imbalanced (90.7%) | Imbalance |
has_superstructure_adobe_mud is highly imbalanced (56.9%) | Imbalance |
has_superstructure_stone_flag is highly imbalanced (78.5%) | Imbalance |
has_superstructure_cement_mortar_stone is highly imbalanced (86.9%) | Imbalance |
has_superstructure_mud_mortar_brick is highly imbalanced (64.2%) | Imbalance |
has_superstructure_cement_mortar_brick is highly imbalanced (61.4%) | Imbalance |
has_superstructure_bamboo is highly imbalanced (58.1%) | Imbalance |
has_superstructure_rc_non_engineered is highly imbalanced (74.6%) | Imbalance |
has_superstructure_rc_engineered is highly imbalanced (88.2%) | Imbalance |
has_superstructure_other is highly imbalanced (88.8%) | Imbalance |
legal_ownership_status is highly imbalanced (86.0%) | Imbalance |
has_secondary_use_agriculture is highly imbalanced (65.5%) | Imbalance |
has_secondary_use_hotel is highly imbalanced (78.8%) | Imbalance |
has_secondary_use_rental is highly imbalanced (93.2%) | Imbalance |
has_secondary_use_institution is highly imbalanced (98.9%) | Imbalance |
has_secondary_use_school is highly imbalanced (99.5%) | Imbalance |
has_secondary_use_industry is highly imbalanced (98.8%) | Imbalance |
has_secondary_use_health_post is highly imbalanced (99.7%) | Imbalance |
has_secondary_use_gov_office is highly imbalanced (99.8%) | Imbalance |
has_secondary_use_use_police is highly imbalanced (99.9%) | Imbalance |
has_secondary_use_other is highly imbalanced (95.4%) | Imbalance |
geo_level_1_id has 3991 (1.5%) zeros | Zeros |
age has 26041 (10.0%) zeros | Zeros |
count_families has 20679 (8.0%) zeros | Zeros |
Reproduction
| Analysis started | 2024-04-19 06:55:06.754685 |
|---|---|
| Analysis finished | 2024-04-19 06:56:36.290262 |
| Duration | 1 minute and 29.54 seconds |
| Software version | ydata-profiling vv4.7.0 |
| Download configuration | config.json |
geo_level_1_id
Real number (ℝ)
ZEROS
| Distinct | 31 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13.895664 |
| Minimum | 0 |
|---|---|
| Maximum | 30 |
| Zeros | 3991 |
| Zeros (%) | 1.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 12.0 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 7 |
| median | 12 |
| Q3 | 21 |
| 95-th percentile | 27 |
| Maximum | 30 |
| Range | 30 |
| Interquartile range (IQR) | 14 |
Descriptive statistics
| Standard deviation | 8.0291215 |
|---|---|
| Coefficient of variation (CV) | 0.57781488 |
| Kurtosis | -1.2112102 |
| Mean | 13.895664 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 0.27298151 |
| Sum | 3601909 |
| Variance | 64.466792 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=31)
| Value | Count | Frequency (%) |
| 6 | 24136 | 9.3% |
| 26 | 22464 | 8.7% |
| 10 | 22015 | 8.5% |
| 17 | 21748 | 8.4% |
| 8 | 19011 | 7.3% |
| 7 | 18923 | 7.3% |
| 20 | 17214 | 6.6% |
| 21 | 14844 | 5.7% |
| 4 | 14545 | 5.6% |
| 27 | 12419 | 4.8% |
| Other values (21) | 71892 |
| Value | Count | Frequency (%) |
| 0 | 3991 | 1.5% |
| 1 | 2701 | 1.0% |
| 2 | 882 | 0.3% |
| 3 | 7539 | 2.9% |
| 4 | 14545 | |
| 5 | 2633 | 1.0% |
| 6 | 24136 | |
| 7 | 18923 | |
| 8 | 19011 | |
| 9 | 3958 | 1.5% |
| Value | Count | Frequency (%) |
| 30 | 2674 | 1.0% |
| 29 | 396 | 0.2% |
| 28 | 265 | 0.1% |
| 27 | 12419 | |
| 26 | 22464 | |
| 25 | 5548 | 2.1% |
| 24 | 1239 | 0.5% |
| 23 | 1121 | 0.4% |
| 22 | 6203 | 2.4% |
| 21 | 14844 |
geo_level_2_id
Real number (ℝ)
| Distinct | 1414 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 700.90838 |
| Minimum | 0 |
|---|---|
| Maximum | 1427 |
| Zeros | 38 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 12.0 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 69 |
| Q1 | 350 |
| median | 702 |
| Q3 | 1050 |
| 95-th percentile | 1377 |
| Maximum | 1427 |
| Range | 1427 |
| Interquartile range (IQR) | 700 |
Descriptive statistics
| Standard deviation | 412.87935 |
|---|---|
| Coefficient of variation (CV) | 0.58906322 |
| Kurtosis | -1.1889895 |
| Mean | 700.90838 |
| Median Absolute Deviation (MAD) | 349 |
| Skewness | 0.029430122 |
| Sum | 1.8168316 × 108 |
| Variance | 170469.36 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 39 | 3992 | 1.5% |
| 158 | 2520 | 1.0% |
| 1387 | 2040 | 0.8% |
| 181 | 2001 | 0.8% |
| 157 | 1896 | 0.7% |
| 363 | 1760 | 0.7% |
| 463 | 1740 | 0.7% |
| 673 | 1704 | 0.7% |
| 533 | 1677 | 0.6% |
| 883 | 1626 | 0.6% |
| Other values (1404) | 238255 |
| Value | Count | Frequency (%) |
| 0 | 38 | < 0.1% |
| 1 | 204 | |
| 3 | 77 | < 0.1% |
| 4 | 315 | |
| 5 | 25 | < 0.1% |
| 6 | 2 | < 0.1% |
| 7 | 100 | < 0.1% |
| 8 | 120 | < 0.1% |
| 9 | 333 | |
| 10 | 354 |
| Value | Count | Frequency (%) |
| 1427 | 6 | < 0.1% |
| 1426 | 255 | |
| 1425 | 466 | |
| 1424 | 7 | < 0.1% |
| 1423 | 3 | < 0.1% |
| 1422 | 216 | |
| 1421 | 254 | |
| 1420 | 10 | < 0.1% |
| 1419 | 94 | < 0.1% |
| 1418 | 152 | 0.1% |
geo_level_3_id
Real number (ℝ)
| Distinct | 11581 |
|---|---|
| Distinct (%) | 4.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6259.1858 |
| Minimum | 0 |
|---|---|
| Maximum | 12567 |
| Zeros | 2 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 12.0 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 609 |
| Q1 | 3073 |
| median | 6272 |
| Q3 | 9412 |
| 95-th percentile | 11928 |
| Maximum | 12567 |
| Range | 12567 |
| Interquartile range (IQR) | 6339 |
Descriptive statistics
| Standard deviation | 3647.1488 |
|---|---|
| Coefficient of variation (CV) | 0.58268741 |
| Kurtosis | -1.2135858 |
| Mean | 6259.1858 |
| Median Absolute Deviation (MAD) | 3171 |
| Skewness | -0.00013750267 |
| Sum | 1.6224498 × 109 |
| Variance | 13301694 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 633 | 651 | 0.3% |
| 9133 | 647 | 0.2% |
| 621 | 530 | 0.2% |
| 11246 | 470 | 0.2% |
| 2005 | 466 | 0.2% |
| 11440 | 455 | 0.2% |
| 7723 | 442 | 0.2% |
| 9229 | 381 | 0.1% |
| 2452 | 349 | 0.1% |
| 12258 | 312 | 0.1% |
| Other values (11571) | 254508 |
| Value | Count | Frequency (%) |
| 0 | 2 | < 0.1% |
| 1 | 6 | < 0.1% |
| 3 | 9 | < 0.1% |
| 5 | 14 | < 0.1% |
| 6 | 21 | < 0.1% |
| 7 | 2 | < 0.1% |
| 8 | 31 | |
| 9 | 3 | < 0.1% |
| 10 | 1 | < 0.1% |
| 11 | 62 |
| Value | Count | Frequency (%) |
| 12567 | 1 | < 0.1% |
| 12565 | 7 | < 0.1% |
| 12564 | 6 | < 0.1% |
| 12563 | 24 | |
| 12562 | 3 | < 0.1% |
| 12561 | 19 | |
| 12560 | 17 | < 0.1% |
| 12559 | 6 | < 0.1% |
| 12558 | 6 | < 0.1% |
| 12557 | 44 |
count_floors_pre_eq
Real number (ℝ)
HIGH CORRELATION
| Distinct | 9 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.1293078 |
| Minimum | 1 |
|---|---|
| Maximum | 9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 12.0 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 2 |
| Q3 | 2 |
| 95-th percentile | 3 |
| Maximum | 9 |
| Range | 8 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.72730734 |
|---|---|
| Coefficient of variation (CV) | 0.34156985 |
| Kurtosis | 2.3100976 |
| Mean | 2.1293078 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.8303379 |
| Sum | 551940 |
| Variance | 0.52897597 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=9)
| Value | Count | Frequency (%) |
| 2 | 155754 | |
| 3 | 55332 | 21.3% |
| 1 | 40272 | 15.5% |
| 4 | 5390 | 2.1% |
| 5 | 2218 | 0.9% |
| 6 | 204 | 0.1% |
| 7 | 39 | < 0.1% |
| 8 | 1 | < 0.1% |
| 9 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 40272 | 15.5% |
| 2 | 155754 | |
| 3 | 55332 | 21.3% |
| 4 | 5390 | 2.1% |
| 5 | 2218 | 0.9% |
| 6 | 204 | 0.1% |
| 7 | 39 | < 0.1% |
| 8 | 1 | < 0.1% |
| 9 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 9 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| 7 | 39 | < 0.1% |
| 6 | 204 | 0.1% |
| 5 | 2218 | 0.9% |
| 4 | 5390 | 2.1% |
| 3 | 55332 | 21.3% |
| 2 | 155754 | |
| 1 | 40272 | 15.5% |
age
Real number (ℝ)
ZEROS
| Distinct | 41 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 21.341706 |
| Minimum | 0 |
|---|---|
| Maximum | 200 |
| Zeros | 26041 |
| Zeros (%) | 10.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 12.0 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 10 |
| median | 15 |
| Q3 | 30 |
| 95-th percentile | 60 |
| Maximum | 200 |
| Range | 200 |
| Interquartile range (IQR) | 20 |
Descriptive statistics
| Standard deviation | 19.606818 |
|---|---|
| Coefficient of variation (CV) | 0.918709 |
| Kurtosis | 7.1486475 |
| Mean | 21.341706 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | 2.0455646 |
| Sum | 5532005 |
| Variance | 384.4273 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=41)
| Value | Count | Frequency (%) |
| 10 | 38896 | |
| 15 | 36010 | |
| 5 | 33697 | |
| 20 | 32182 | |
| 0 | 26041 | |
| 25 | 24366 | |
| 30 | 18028 | |
| 35 | 10710 | 4.1% |
| 40 | 10559 | 4.1% |
| 50 | 7257 | 2.8% |
| Other values (31) | 21465 |
| Value | Count | Frequency (%) |
| 0 | 26041 | |
| 5 | 33697 | |
| 10 | 38896 | |
| 15 | 36010 | |
| 20 | 32182 | |
| 25 | 24366 | |
| 30 | 18028 | |
| 35 | 10710 | 4.1% |
| 40 | 10559 | 4.1% |
| 45 | 4711 | 1.8% |
| Value | Count | Frequency (%) |
| 200 | 106 | |
| 195 | 2 | < 0.1% |
| 190 | 3 | < 0.1% |
| 185 | 1 | < 0.1% |
| 180 | 7 | < 0.1% |
| 175 | 5 | < 0.1% |
| 170 | 6 | < 0.1% |
| 165 | 2 | < 0.1% |
| 160 | 6 | < 0.1% |
| 155 | 1 | < 0.1% |
area_percentage
Real number (ℝ)
| Distinct | 84 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.0170325 |
| Minimum | 1 |
|---|---|
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 12.0 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 5 |
| median | 7 |
| Q3 | 9 |
| 95-th percentile | 16 |
| Maximum | 100 |
| Range | 99 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 4.3938038 |
|---|---|
| Coefficient of variation (CV) | 0.54805863 |
| Kurtosis | 30.526743 |
| Mean | 8.0170325 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 3.5317558 |
| Sum | 2078103 |
| Variance | 19.305512 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 6 | 41809 | |
| 7 | 36586 | |
| 5 | 32562 | |
| 8 | 28248 | |
| 9 | 22035 | |
| 4 | 19127 | |
| 10 | 15528 | 6.0% |
| 11 | 13840 | 5.3% |
| 3 | 11800 | 4.6% |
| 12 | 7547 | 2.9% |
| Other values (74) | 30129 |
| Value | Count | Frequency (%) |
| 1 | 90 | < 0.1% |
| 2 | 3168 | 1.2% |
| 3 | 11800 | 4.6% |
| 4 | 19127 | |
| 5 | 32562 | |
| 6 | 41809 | |
| 7 | 36586 | |
| 8 | 28248 | |
| 9 | 22035 | |
| 10 | 15528 | 6.0% |
| Value | Count | Frequency (%) |
| 100 | 1 | < 0.1% |
| 96 | 3 | |
| 90 | 1 | < 0.1% |
| 86 | 5 | |
| 85 | 4 | |
| 84 | 3 | |
| 83 | 3 | |
| 82 | 1 | < 0.1% |
| 80 | 1 | < 0.1% |
| 78 | 1 | < 0.1% |
height_percentage
Real number (ℝ)
HIGH CORRELATION
| Distinct | 27 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.4333728 |
| Minimum | 2 |
|---|---|
| Maximum | 32 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 12.0 MiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 4 |
| median | 5 |
| Q3 | 6 |
| 95-th percentile | 9 |
| Maximum | 32 |
| Range | 30 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.9179276 |
|---|---|
| Coefficient of variation (CV) | 0.35299025 |
| Kurtosis | 14.389082 |
| Mean | 5.4333728 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.8120859 |
| Sum | 1408390 |
| Variance | 3.6784463 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=27)
| Value | Count | Frequency (%) |
| 5 | 78094 | |
| 6 | 46287 | |
| 4 | 37551 | |
| 7 | 35225 | |
| 3 | 25851 | 10.0% |
| 8 | 13826 | 5.3% |
| 2 | 9257 | 3.6% |
| 9 | 5334 | 2.1% |
| 10 | 4465 | 1.7% |
| 12 | 905 | 0.3% |
| Other values (17) | 2416 | 0.9% |
| Value | Count | Frequency (%) |
| 2 | 9257 | 3.6% |
| 3 | 25851 | 10.0% |
| 4 | 37551 | |
| 5 | 78094 | |
| 6 | 46287 | |
| 7 | 35225 | |
| 8 | 13826 | 5.3% |
| 9 | 5334 | 2.1% |
| 10 | 4465 | 1.7% |
| 11 | 903 | 0.3% |
| Value | Count | Frequency (%) |
| 32 | 75 | |
| 31 | 1 | < 0.1% |
| 28 | 2 | < 0.1% |
| 26 | 2 | < 0.1% |
| 25 | 3 | < 0.1% |
| 24 | 4 | < 0.1% |
| 23 | 11 | < 0.1% |
| 21 | 13 | < 0.1% |
| 20 | 33 | |
| 19 | 7 | < 0.1% |
land_surface_condition
Categorical
IMBALANCE
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 24.4 MiB |
| t | |
|---|---|
| n | |
| o | 8300 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 259211 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | t |
|---|---|
| 2nd row | o |
| 3rd row | t |
| 4th row | t |
| 5th row | t |
Common Values
| Value | Count | Frequency (%) |
| t | 215522 | |
| n | 35389 | 13.7% |
| o | 8300 | 3.2% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| t | 215522 | |
| n | 35389 | 13.7% |
| o | 8300 | 3.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| t | 215522 | |
| n | 35389 | 13.7% |
| o | 8300 | 3.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 259211 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| t | 215522 | |
| n | 35389 | 13.7% |
| o | 8300 | 3.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 259211 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| t | 215522 | |
| n | 35389 | 13.7% |
| o | 8300 | 3.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 259211 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| t | 215522 | |
| n | 35389 | 13.7% |
| o | 8300 | 3.2% |
foundation_type
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 24.4 MiB |
| r | |
|---|---|
| w | 15108 |
| u | 14165 |
| i | 10558 |
| h | 1448 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 259211 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | r |
|---|---|
| 2nd row | r |
| 3rd row | r |
| 4th row | r |
| 5th row | r |
Common Values
| Value | Count | Frequency (%) |
| r | 217932 | |
| w | 15108 | 5.8% |
| u | 14165 | 5.5% |
| i | 10558 | 4.1% |
| h | 1448 | 0.6% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| r | 217932 | |
| w | 15108 | 5.8% |
| u | 14165 | 5.5% |
| i | 10558 | 4.1% |
| h | 1448 | 0.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| r | 217932 | |
| w | 15108 | 5.8% |
| u | 14165 | 5.5% |
| i | 10558 | 4.1% |
| h | 1448 | 0.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 259211 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| r | 217932 | |
| w | 15108 | 5.8% |
| u | 14165 | 5.5% |
| i | 10558 | 4.1% |
| h | 1448 | 0.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 259211 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| r | 217932 | |
| w | 15108 | 5.8% |
| u | 14165 | 5.5% |
| i | 10558 | 4.1% |
| h | 1448 | 0.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 259211 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| r | 217932 | |
| w | 15108 | 5.8% |
| u | 14165 | 5.5% |
| i | 10558 | 4.1% |
| h | 1448 | 0.6% |
roof_type
Categorical
HIGH CORRELATION
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 24.4 MiB |
| n | |
|---|---|
| q | |
| x | 16116 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 259211 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | n |
|---|---|
| 2nd row | n |
| 3rd row | n |
| 4th row | n |
| 5th row | n |
Common Values
| Value | Count | Frequency (%) |
| n | 181762 | |
| q | 61333 | 23.7% |
| x | 16116 | 6.2% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| n | 181762 | |
| q | 61333 | 23.7% |
| x | 16116 | 6.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 181762 | |
| q | 61333 | 23.7% |
| x | 16116 | 6.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 259211 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| n | 181762 | |
| q | 61333 | 23.7% |
| x | 16116 | 6.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 259211 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| n | 181762 | |
| q | 61333 | 23.7% |
| x | 16116 | 6.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 259211 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| n | 181762 | |
| q | 61333 | 23.7% |
| x | 16116 | 6.2% |
ground_floor_type
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 24.4 MiB |
| f | |
|---|---|
| x | |
| v | |
| z | 998 |
| m | 507 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 259211 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | f |
|---|---|
| 2nd row | x |
| 3rd row | f |
| 4th row | f |
| 5th row | f |
Common Values
| Value | Count | Frequency (%) |
| f | 208421 | |
| x | 24809 | 9.6% |
| v | 24476 | 9.4% |
| z | 998 | 0.4% |
| m | 507 | 0.2% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| f | 208421 | |
| x | 24809 | 9.6% |
| v | 24476 | 9.4% |
| z | 998 | 0.4% |
| m | 507 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| f | 208421 | |
| x | 24809 | 9.6% |
| v | 24476 | 9.4% |
| z | 998 | 0.4% |
| m | 507 | 0.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 259211 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| f | 208421 | |
| x | 24809 | 9.6% |
| v | 24476 | 9.4% |
| z | 998 | 0.4% |
| m | 507 | 0.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 259211 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| f | 208421 | |
| x | 24809 | 9.6% |
| v | 24476 | 9.4% |
| z | 998 | 0.4% |
| m | 507 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 259211 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| f | 208421 | |
| x | 24809 | 9.6% |
| v | 24476 | 9.4% |
| z | 998 | 0.4% |
| m | 507 | 0.2% |
other_floor_type
Categorical
HIGH CORRELATION
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 24.4 MiB |
| q | |
|---|---|
| x | |
| j | |
| s | 11977 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 259211 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | q |
|---|---|
| 2nd row | q |
| 3rd row | x |
| 4th row | x |
| 5th row | x |
Common Values
| Value | Count | Frequency (%) |
| q | 164311 | |
| x | 43242 | 16.7% |
| j | 39681 | 15.3% |
| s | 11977 | 4.6% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| q | 164311 | |
| x | 43242 | 16.7% |
| j | 39681 | 15.3% |
| s | 11977 | 4.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| q | 164311 | |
| x | 43242 | 16.7% |
| j | 39681 | 15.3% |
| s | 11977 | 4.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 259211 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| q | 164311 | |
| x | 43242 | 16.7% |
| j | 39681 | 15.3% |
| s | 11977 | 4.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 259211 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| q | 164311 | |
| x | 43242 | 16.7% |
| j | 39681 | 15.3% |
| s | 11977 | 4.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 259211 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| q | 164311 | |
| x | 43242 | 16.7% |
| j | 39681 | 15.3% |
| s | 11977 | 4.6% |
position
Categorical
IMBALANCE
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 24.4 MiB |
| s | |
|---|---|
| t | |
| j | 13186 |
| o | 2285 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 259211 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | t |
|---|---|
| 2nd row | s |
| 3rd row | t |
| 4th row | s |
| 5th row | s |
Common Values
| Value | Count | Frequency (%) |
| s | 201059 | |
| t | 42681 | 16.5% |
| j | 13186 | 5.1% |
| o | 2285 | 0.9% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| s | 201059 | |
| t | 42681 | 16.5% |
| j | 13186 | 5.1% |
| o | 2285 | 0.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| s | 201059 | |
| t | 42681 | 16.5% |
| j | 13186 | 5.1% |
| o | 2285 | 0.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 259211 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| s | 201059 | |
| t | 42681 | 16.5% |
| j | 13186 | 5.1% |
| o | 2285 | 0.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 259211 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| s | 201059 | |
| t | 42681 | 16.5% |
| j | 13186 | 5.1% |
| o | 2285 | 0.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 259211 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| s | 201059 | |
| t | 42681 | 16.5% |
| j | 13186 | 5.1% |
| o | 2285 | 0.9% |
plan_configuration
Categorical
IMBALANCE
| Distinct | 10 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 24.4 MiB |
| d | |
|---|---|
| q | 5656 |
| u | 3632 |
| s | 344 |
| c | 323 |
| Other values (5) | 510 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 259211 |
|---|---|
| Distinct characters | 10 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | d |
|---|---|
| 2nd row | d |
| 3rd row | d |
| 4th row | d |
| 5th row | d |
Common Values
| Value | Count | Frequency (%) |
| d | 248746 | |
| q | 5656 | 2.2% |
| u | 3632 | 1.4% |
| s | 344 | 0.1% |
| c | 323 | 0.1% |
| a | 247 | 0.1% |
| o | 159 | 0.1% |
| m | 44 | < 0.1% |
| n | 38 | < 0.1% |
| f | 22 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| d | 248746 | |
| q | 5656 | 2.2% |
| u | 3632 | 1.4% |
| s | 344 | 0.1% |
| c | 323 | 0.1% |
| a | 247 | 0.1% |
| o | 159 | 0.1% |
| m | 44 | < 0.1% |
| n | 38 | < 0.1% |
| f | 22 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| d | 248746 | |
| q | 5656 | 2.2% |
| u | 3632 | 1.4% |
| s | 344 | 0.1% |
| c | 323 | 0.1% |
| a | 247 | 0.1% |
| o | 159 | 0.1% |
| m | 44 | < 0.1% |
| n | 38 | < 0.1% |
| f | 22 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 259211 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| d | 248746 | |
| q | 5656 | 2.2% |
| u | 3632 | 1.4% |
| s | 344 | 0.1% |
| c | 323 | 0.1% |
| a | 247 | 0.1% |
| o | 159 | 0.1% |
| m | 44 | < 0.1% |
| n | 38 | < 0.1% |
| f | 22 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 259211 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| d | 248746 | |
| q | 5656 | 2.2% |
| u | 3632 | 1.4% |
| s | 344 | 0.1% |
| c | 323 | 0.1% |
| a | 247 | 0.1% |
| o | 159 | 0.1% |
| m | 44 | < 0.1% |
| n | 38 | < 0.1% |
| f | 22 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 259211 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| d | 248746 | |
| q | 5656 | 2.2% |
| u | 3632 | 1.4% |
| s | 344 | 0.1% |
| c | 323 | 0.1% |
| a | 247 | 0.1% |
| o | 159 | 0.1% |
| m | 44 | < 0.1% |
| n | 38 | < 0.1% |
| f | 22 | < 0.1% |
has_superstructure_adobe_mud
Categorical
IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 24.4 MiB |
| 0 | |
|---|---|
| 1 | 22907 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 259211 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 236304 | |
| 1 | 22907 | 8.8% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 236304 | |
| 1 | 22907 | 8.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 236304 | |
| 1 | 22907 | 8.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 259211 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 236304 | |
| 1 | 22907 | 8.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 259211 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 236304 | |
| 1 | 22907 | 8.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 259211 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 236304 | |
| 1 | 22907 | 8.8% |
has_superstructure_mud_mortar_stone
Categorical
HIGH CORRELATION
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 24.4 MiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 259211 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 197524 | |
| 0 | 61687 | 23.8% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 197524 | |
| 0 | 61687 | 23.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 197524 | |
| 0 | 61687 | 23.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 259211 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 197524 | |
| 0 | 61687 | 23.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 259211 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 197524 | |
| 0 | 61687 | 23.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 259211 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 197524 | |
| 0 | 61687 | 23.8% |
has_superstructure_stone_flag
Categorical
IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 24.4 MiB |
| 0 | |
|---|---|
| 1 | 8879 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 259211 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 250332 | |
| 1 | 8879 | 3.4% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 250332 | |
| 1 | 8879 | 3.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 250332 | |
| 1 | 8879 | 3.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 259211 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 250332 | |
| 1 | 8879 | 3.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 259211 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 250332 | |
| 1 | 8879 | 3.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 259211 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 250332 | |
| 1 | 8879 | 3.4% |
has_superstructure_cement_mortar_stone
Categorical
IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 24.4 MiB |
| 0 | |
|---|---|
| 1 | 4730 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 259211 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 254481 | |
| 1 | 4730 | 1.8% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 254481 | |
| 1 | 4730 | 1.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 254481 | |
| 1 | 4730 | 1.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 259211 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 254481 | |
| 1 | 4730 | 1.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 259211 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 254481 | |
| 1 | 4730 | 1.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 259211 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 254481 | |
| 1 | 4730 | 1.8% |
has_superstructure_mud_mortar_brick
Categorical
IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 24.4 MiB |
| 0 | |
|---|---|
| 1 | 17629 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 259211 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 241582 | |
| 1 | 17629 | 6.8% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 241582 | |
| 1 | 17629 | 6.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 241582 | |
| 1 | 17629 | 6.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 259211 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 241582 | |
| 1 | 17629 | 6.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 259211 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 241582 | |
| 1 | 17629 | 6.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 259211 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 241582 | |
| 1 | 17629 | 6.8% |
has_superstructure_cement_mortar_brick
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 24.4 MiB |
| 0 | |
|---|---|
| 1 | 19534 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 259211 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 239677 | |
| 1 | 19534 | 7.5% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 239677 | |
| 1 | 19534 | 7.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 239677 | |
| 1 | 19534 | 7.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 259211 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 239677 | |
| 1 | 19534 | 7.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 259211 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 239677 | |
| 1 | 19534 | 7.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 259211 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 239677 | |
| 1 | 19534 | 7.5% |
has_superstructure_timber
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 24.4 MiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 259211 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 193242 | |
| 1 | 65969 | 25.4% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 193242 | |
| 1 | 65969 | 25.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 193242 | |
| 1 | 65969 | 25.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 259211 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 193242 | |
| 1 | 65969 | 25.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 259211 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 193242 | |
| 1 | 65969 | 25.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 259211 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 193242 | |
| 1 | 65969 | 25.4% |
has_superstructure_bamboo
Categorical
IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 24.4 MiB |
| 0 | |
|---|---|
| 1 | 22010 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 259211 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 237201 | |
| 1 | 22010 | 8.5% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 237201 | |
| 1 | 22010 | 8.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 237201 | |
| 1 | 22010 | 8.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 259211 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 237201 | |
| 1 | 22010 | 8.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 259211 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 237201 | |
| 1 | 22010 | 8.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 259211 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 237201 | |
| 1 | 22010 | 8.5% |
has_superstructure_rc_non_engineered
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 24.4 MiB |
| 0 | |
|---|---|
| 1 | 11054 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 259211 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 248157 | |
| 1 | 11054 | 4.3% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 248157 | |
| 1 | 11054 | 4.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 248157 | |
| 1 | 11054 | 4.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 259211 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 248157 | |
| 1 | 11054 | 4.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 259211 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 248157 | |
| 1 | 11054 | 4.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 259211 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 248157 | |
| 1 | 11054 | 4.3% |
has_superstructure_rc_engineered
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 24.4 MiB |
| 0 | |
|---|---|
| 1 | 4113 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 259211 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 255098 | |
| 1 | 4113 | 1.6% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 255098 | |
| 1 | 4113 | 1.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 255098 | |
| 1 | 4113 | 1.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 259211 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 255098 | |
| 1 | 4113 | 1.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 259211 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 255098 | |
| 1 | 4113 | 1.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 259211 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 255098 | |
| 1 | 4113 | 1.6% |
has_superstructure_other
Categorical
IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 24.4 MiB |
| 0 | |
|---|---|
| 1 | 3883 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 259211 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 255328 | |
| 1 | 3883 | 1.5% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 255328 | |
| 1 | 3883 | 1.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 255328 | |
| 1 | 3883 | 1.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 259211 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 255328 | |
| 1 | 3883 | 1.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 259211 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 255328 | |
| 1 | 3883 | 1.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 259211 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 255328 | |
| 1 | 3883 | 1.5% |
legal_ownership_status
Categorical
IMBALANCE
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 24.4 MiB |
| v | |
|---|---|
| a | 5489 |
| w | 2664 |
| r | 1467 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 259211 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | v |
|---|---|
| 2nd row | v |
| 3rd row | v |
| 4th row | v |
| 5th row | v |
Common Values
| Value | Count | Frequency (%) |
| v | 249591 | |
| a | 5489 | 2.1% |
| w | 2664 | 1.0% |
| r | 1467 | 0.6% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| v | 249591 | |
| a | 5489 | 2.1% |
| w | 2664 | 1.0% |
| r | 1467 | 0.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| v | 249591 | |
| a | 5489 | 2.1% |
| w | 2664 | 1.0% |
| r | 1467 | 0.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 259211 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| v | 249591 | |
| a | 5489 | 2.1% |
| w | 2664 | 1.0% |
| r | 1467 | 0.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 259211 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| v | 249591 | |
| a | 5489 | 2.1% |
| w | 2664 | 1.0% |
| r | 1467 | 0.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 259211 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| v | 249591 | |
| a | 5489 | 2.1% |
| w | 2664 | 1.0% |
| r | 1467 | 0.6% |
count_families
Real number (ℝ)
ZEROS
| Distinct | 10 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.98415962 |
| Minimum | 0 |
|---|---|
| Maximum | 9 |
| Zeros | 20679 |
| Zeros (%) | 8.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 12.0 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 2 |
| Maximum | 9 |
| Range | 9 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.41777267 |
|---|---|
| Coefficient of variation (CV) | 0.42449686 |
| Kurtosis | 17.643848 |
| Mean | 0.98415962 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.630183 |
| Sum | 255105 |
| Variance | 0.174534 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) |
| 1 | 224987 | |
| 0 | 20679 | 8.0% |
| 2 | 11230 | 4.3% |
| 3 | 1794 | 0.7% |
| 4 | 386 | 0.1% |
| 5 | 101 | < 0.1% |
| 6 | 21 | < 0.1% |
| 7 | 7 | < 0.1% |
| 9 | 4 | < 0.1% |
| 8 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 20679 | 8.0% |
| 1 | 224987 | |
| 2 | 11230 | 4.3% |
| 3 | 1794 | 0.7% |
| 4 | 386 | 0.1% |
| 5 | 101 | < 0.1% |
| 6 | 21 | < 0.1% |
| 7 | 7 | < 0.1% |
| 8 | 2 | < 0.1% |
| 9 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 9 | 4 | < 0.1% |
| 8 | 2 | < 0.1% |
| 7 | 7 | < 0.1% |
| 6 | 21 | < 0.1% |
| 5 | 101 | < 0.1% |
| 4 | 386 | 0.1% |
| 3 | 1794 | 0.7% |
| 2 | 11230 | 4.3% |
| 1 | 224987 | |
| 0 | 20679 | 8.0% |
has_secondary_use
Categorical
HIGH CORRELATION
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 24.4 MiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 259211 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 230209 | |
| 1 | 29002 | 11.2% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 230209 | |
| 1 | 29002 | 11.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 230209 | |
| 1 | 29002 | 11.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 259211 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 230209 | |
| 1 | 29002 | 11.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 259211 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 230209 | |
| 1 | 29002 | 11.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 259211 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 230209 | |
| 1 | 29002 | 11.2% |
has_secondary_use_agriculture
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 24.4 MiB |
| 0 | |
|---|---|
| 1 | 16704 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 259211 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 242507 | |
| 1 | 16704 | 6.4% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 242507 | |
| 1 | 16704 | 6.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 242507 | |
| 1 | 16704 | 6.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 259211 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 242507 | |
| 1 | 16704 | 6.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 259211 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 242507 | |
| 1 | 16704 | 6.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 259211 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 242507 | |
| 1 | 16704 | 6.4% |
has_secondary_use_hotel
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 24.4 MiB |
| 0 | |
|---|---|
| 1 | 8710 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 259211 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 250501 | |
| 1 | 8710 | 3.4% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 250501 | |
| 1 | 8710 | 3.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 250501 | |
| 1 | 8710 | 3.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 259211 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 250501 | |
| 1 | 8710 | 3.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 259211 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 250501 | |
| 1 | 8710 | 3.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 259211 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 250501 | |
| 1 | 8710 | 3.4% |
has_secondary_use_rental
Categorical
IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 24.4 MiB |
| 0 | |
|---|---|
| 1 | 2087 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 259211 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 257124 | |
| 1 | 2087 | 0.8% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 257124 | |
| 1 | 2087 | 0.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 257124 | |
| 1 | 2087 | 0.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 259211 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 257124 | |
| 1 | 2087 | 0.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 259211 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 257124 | |
| 1 | 2087 | 0.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 259211 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 257124 | |
| 1 | 2087 | 0.8% |
has_secondary_use_institution
Categorical
IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 24.4 MiB |
| 0 | |
|---|---|
| 1 | 244 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 259211 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 258967 | |
| 1 | 244 | 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 258967 | |
| 1 | 244 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 258967 | |
| 1 | 244 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 259211 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 258967 | |
| 1 | 244 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 259211 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 258967 | |
| 1 | 244 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 259211 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 258967 | |
| 1 | 244 | 0.1% |
has_secondary_use_school
Categorical
IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 24.4 MiB |
| 0 | |
|---|---|
| 1 | 94 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 259211 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 259117 | |
| 1 | 94 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 259117 | |
| 1 | 94 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 259117 | |
| 1 | 94 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 259211 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 259117 | |
| 1 | 94 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 259211 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 259117 | |
| 1 | 94 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 259211 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 259117 | |
| 1 | 94 | < 0.1% |
has_secondary_use_industry
Categorical
IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 24.4 MiB |
| 0 | |
|---|---|
| 1 | 279 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 259211 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 258932 | |
| 1 | 279 | 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 258932 | |
| 1 | 279 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 258932 | |
| 1 | 279 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 259211 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 258932 | |
| 1 | 279 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 259211 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 258932 | |
| 1 | 279 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 259211 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 258932 | |
| 1 | 279 | 0.1% |
has_secondary_use_health_post
Categorical
IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 24.4 MiB |
| 0 | |
|---|---|
| 1 | 49 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 259211 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 259162 | |
| 1 | 49 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 259162 | |
| 1 | 49 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 259162 | |
| 1 | 49 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 259211 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 259162 | |
| 1 | 49 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 259211 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 259162 | |
| 1 | 49 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 259211 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 259162 | |
| 1 | 49 | < 0.1% |
has_secondary_use_gov_office
Categorical
IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 24.4 MiB |
| 0 | |
|---|---|
| 1 | 38 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 259211 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 259173 | |
| 1 | 38 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 259173 | |
| 1 | 38 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 259173 | |
| 1 | 38 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 259211 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 259173 | |
| 1 | 38 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 259211 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 259173 | |
| 1 | 38 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 259211 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 259173 | |
| 1 | 38 | < 0.1% |
has_secondary_use_use_police
Categorical
IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 24.4 MiB |
| 0 | |
|---|---|
| 1 | 23 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 259211 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 259188 | |
| 1 | 23 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 259188 | |
| 1 | 23 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 259188 | |
| 1 | 23 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 259211 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 259188 | |
| 1 | 23 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 259211 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 259188 | |
| 1 | 23 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 259211 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 259188 | |
| 1 | 23 | < 0.1% |
has_secondary_use_other
Categorical
IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 24.4 MiB |
| 0 | |
|---|---|
| 1 | 1331 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 259211 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 257880 | |
| 1 | 1331 | 0.5% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 257880 | |
| 1 | 1331 | 0.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 257880 | |
| 1 | 1331 | 0.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 259211 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 257880 | |
| 1 | 1331 | 0.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 259211 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 257880 | |
| 1 | 1331 | 0.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 259211 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 257880 | |
| 1 | 1331 | 0.5% |
damage_grade
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 24.4 MiB |
| 2 | |
|---|---|
| 3 | |
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 259211 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 3 |
|---|---|
| 2nd row | 2 |
| 3rd row | 3 |
| 4th row | 2 |
| 5th row | 3 |
Common Values
| Value | Count | Frequency (%) |
| 2 | 147437 | |
| 3 | 86829 | |
| 1 | 24945 | 9.6% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2 | 147437 | |
| 3 | 86829 | |
| 1 | 24945 | 9.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 147437 | |
| 3 | 86829 | |
| 1 | 24945 | 9.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 259211 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 147437 | |
| 3 | 86829 | |
| 1 | 24945 | 9.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 259211 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 2 | 147437 | |
| 3 | 86829 | |
| 1 | 24945 | 9.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 259211 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 2 | 147437 | |
| 3 | 86829 | |
| 1 | 24945 | 9.6% |
| age | area_percentage | count_families | count_floors_pre_eq | damage_grade | foundation_type | geo_level_1_id | geo_level_2_id | geo_level_3_id | ground_floor_type | has_secondary_use | has_secondary_use_agriculture | has_secondary_use_gov_office | has_secondary_use_health_post | has_secondary_use_hotel | has_secondary_use_industry | has_secondary_use_institution | has_secondary_use_other | has_secondary_use_rental | has_secondary_use_school | has_secondary_use_use_police | has_superstructure_adobe_mud | has_superstructure_bamboo | has_superstructure_cement_mortar_brick | has_superstructure_cement_mortar_stone | has_superstructure_mud_mortar_brick | has_superstructure_mud_mortar_stone | has_superstructure_other | has_superstructure_rc_engineered | has_superstructure_rc_non_engineered | has_superstructure_stone_flag | has_superstructure_timber | height_percentage | land_surface_condition | legal_ownership_status | other_floor_type | plan_configuration | position | roof_type | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| age | 1.000 | -0.018 | 0.049 | 0.258 | 0.119 | 0.115 | -0.063 | 0.034 | -0.003 | 0.089 | 0.032 | 0.020 | 0.000 | 0.002 | 0.050 | 0.008 | 0.011 | 0.007 | 0.026 | 0.008 | 0.000 | 0.207 | 0.046 | 0.124 | 0.037 | 0.285 | 0.142 | 0.014 | 0.084 | 0.074 | 0.030 | 0.040 | 0.199 | 0.029 | 0.048 | 0.114 | 0.014 | 0.192 | 0.091 |
| area_percentage | -0.018 | 1.000 | 0.078 | 0.125 | 0.101 | 0.166 | 0.038 | -0.024 | 0.000 | 0.164 | 0.117 | 0.019 | 0.036 | 0.015 | 0.157 | 0.019 | 0.057 | 0.015 | 0.105 | 0.077 | 0.000 | 0.036 | 0.030 | 0.212 | 0.075 | 0.064 | 0.238 | 0.012 | 0.223 | 0.190 | 0.004 | 0.057 | 0.210 | 0.019 | 0.012 | 0.187 | 0.047 | 0.047 | 0.251 |
| count_families | 0.049 | 0.078 | 1.000 | 0.079 | 0.061 | 0.055 | 0.037 | -0.012 | -0.002 | 0.047 | 0.114 | 0.051 | 0.017 | 0.012 | 0.080 | 0.029 | 0.033 | 0.019 | 0.094 | 0.029 | 0.019 | 0.034 | 0.030 | 0.049 | 0.011 | 0.035 | 0.063 | 0.006 | 0.066 | 0.060 | 0.009 | 0.035 | 0.063 | 0.014 | 0.011 | 0.071 | 0.008 | 0.033 | 0.080 |
| count_floors_pre_eq | 0.258 | 0.125 | 0.079 | 1.000 | 0.154 | 0.144 | -0.088 | 0.044 | -0.015 | 0.123 | 0.074 | 0.055 | 0.011 | 0.008 | 0.140 | 0.022 | 0.026 | 0.010 | 0.066 | 0.025 | 0.003 | 0.204 | 0.079 | 0.259 | 0.030 | 0.392 | 0.358 | 0.033 | 0.132 | 0.107 | 0.050 | 0.098 | 0.756 | 0.047 | 0.067 | 0.582 | 0.036 | 0.314 | 0.182 |
| damage_grade | 0.119 | 0.101 | 0.061 | 0.154 | 1.000 | 0.306 | -0.035 | 0.041 | 0.009 | 0.265 | 0.080 | 0.047 | 0.010 | 0.008 | 0.108 | 0.013 | 0.033 | 0.016 | 0.102 | 0.014 | 0.000 | 0.075 | 0.064 | 0.281 | 0.061 | 0.063 | 0.336 | 0.033 | 0.238 | 0.188 | 0.067 | 0.070 | 0.081 | 0.029 | 0.071 | 0.246 | 0.058 | 0.045 | 0.241 |
| foundation_type | 0.115 | 0.166 | 0.055 | 0.144 | 0.306 | 1.000 | 0.164 | -0.033 | 0.007 | 0.356 | 0.173 | 0.055 | 0.026 | 0.019 | 0.256 | 0.022 | 0.068 | 0.015 | 0.186 | 0.038 | 0.008 | 0.105 | 0.304 | 0.510 | 0.203 | 0.076 | 0.554 | 0.115 | 0.544 | 0.506 | 0.145 | 0.342 | -0.135 | 0.032 | 0.150 | 0.411 | 0.057 | 0.098 | 0.548 |
| geo_level_1_id | -0.063 | 0.038 | 0.037 | -0.088 | -0.035 | 0.164 | 1.000 | -0.067 | 0.004 | 0.110 | 0.098 | 0.126 | 0.006 | 0.004 | 0.029 | 0.010 | 0.006 | 0.044 | 0.046 | 0.007 | 0.004 | 0.269 | 0.237 | 0.215 | 0.066 | 0.285 | 0.332 | 0.060 | 0.062 | 0.045 | 0.113 | 0.207 | -0.076 | 0.033 | 0.089 | 0.129 | 0.030 | 0.136 | 0.206 |
| geo_level_2_id | 0.034 | -0.024 | -0.012 | 0.044 | 0.041 | -0.033 | -0.067 | 1.000 | -0.000 | 0.069 | 0.016 | 0.036 | 0.003 | 0.000 | 0.029 | 0.007 | 0.008 | 0.030 | 0.043 | 0.004 | 0.006 | 0.077 | 0.092 | 0.124 | 0.026 | 0.099 | 0.150 | 0.041 | 0.068 | 0.063 | 0.063 | 0.090 | 0.038 | 0.049 | 0.064 | 0.070 | 0.018 | 0.078 | 0.087 |
| geo_level_3_id | -0.003 | 0.000 | -0.002 | -0.015 | 0.009 | 0.007 | 0.004 | -0.000 | 1.000 | 0.026 | 0.015 | 0.023 | 0.002 | 0.003 | 0.012 | 0.005 | 0.008 | 0.015 | 0.016 | 0.006 | 0.000 | 0.038 | 0.037 | 0.034 | 0.020 | 0.055 | 0.035 | 0.027 | 0.036 | 0.031 | 0.036 | 0.050 | -0.018 | 0.033 | 0.034 | 0.029 | 0.008 | 0.026 | 0.035 |
| ground_floor_type | 0.089 | 0.164 | 0.047 | 0.123 | 0.265 | 0.356 | 0.110 | 0.069 | 0.026 | 1.000 | 0.154 | 0.068 | 0.020 | 0.018 | 0.249 | 0.025 | 0.060 | 0.040 | 0.162 | 0.037 | 0.006 | 0.082 | 0.082 | 0.586 | 0.153 | 0.051 | 0.500 | 0.028 | 0.363 | 0.364 | 0.131 | 0.102 | 0.000 | 0.045 | 0.032 | 0.364 | 0.059 | 0.080 | 0.472 |
| has_secondary_use | 0.032 | 0.117 | 0.114 | 0.074 | 0.080 | 0.173 | 0.098 | 0.016 | 0.015 | 0.154 | 1.000 | 0.739 | 0.034 | 0.038 | 0.525 | 0.092 | 0.086 | 0.202 | 0.254 | 0.053 | 0.026 | 0.013 | 0.022 | 0.076 | 0.042 | 0.011 | 0.087 | 0.000 | 0.104 | 0.109 | 0.000 | 0.023 | 0.055 | 0.009 | 0.025 | 0.182 | 0.030 | 0.118 | 0.160 |
| has_secondary_use_agriculture | 0.020 | 0.019 | 0.051 | 0.055 | 0.047 | 0.055 | 0.126 | 0.036 | 0.023 | 0.068 | 0.739 | 1.000 | 0.002 | 0.002 | 0.049 | 0.008 | 0.008 | 0.085 | 0.023 | 0.004 | 0.000 | 0.003 | 0.005 | 0.054 | 0.016 | 0.038 | 0.058 | 0.006 | 0.029 | 0.023 | 0.011 | 0.002 | -0.004 | 0.006 | 0.012 | 0.065 | 0.017 | 0.034 | 0.060 |
| has_secondary_use_gov_office | 0.000 | 0.036 | 0.017 | 0.011 | 0.010 | 0.026 | 0.006 | 0.003 | 0.002 | 0.020 | 0.034 | 0.002 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.001 | 0.000 | 0.007 | 0.011 | 0.002 | 0.011 | 0.000 | 0.030 | 0.004 | 0.001 | 0.003 | 0.010 | 0.000 | 0.000 | 0.026 | 0.000 | 0.008 | 0.022 |
| has_secondary_use_health_post | 0.002 | 0.015 | 0.012 | 0.008 | 0.008 | 0.019 | 0.004 | 0.000 | 0.003 | 0.018 | 0.038 | 0.002 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.002 | 0.003 | 0.008 | 0.003 | 0.000 | 0.008 | 0.000 | 0.010 | 0.007 | 0.000 | 0.004 | 0.007 | 0.000 | 0.000 | 0.019 | 0.000 | 0.010 | 0.017 |
| has_secondary_use_hotel | 0.050 | 0.157 | 0.080 | 0.140 | 0.108 | 0.256 | 0.029 | 0.029 | 0.012 | 0.249 | 0.525 | 0.049 | 0.000 | 0.000 | 1.000 | 0.005 | 0.005 | 0.003 | 0.017 | 0.002 | 0.000 | 0.013 | 0.031 | 0.139 | 0.072 | 0.024 | 0.159 | 0.007 | 0.140 | 0.158 | 0.009 | 0.028 | 0.075 | 0.013 | 0.043 | 0.262 | 0.049 | 0.199 | 0.233 |
| has_secondary_use_industry | 0.008 | 0.019 | 0.029 | 0.022 | 0.013 | 0.022 | 0.010 | 0.007 | 0.005 | 0.025 | 0.092 | 0.008 | 0.000 | 0.000 | 0.005 | 1.000 | 0.000 | 0.003 | 0.001 | 0.000 | 0.000 | 0.000 | 0.002 | 0.026 | 0.006 | 0.011 | 0.025 | 0.000 | 0.004 | 0.015 | 0.003 | 0.000 | -0.001 | 0.000 | 0.004 | 0.023 | 0.005 | 0.012 | 0.016 |
| has_secondary_use_institution | 0.011 | 0.057 | 0.033 | 0.026 | 0.033 | 0.068 | 0.006 | 0.008 | 0.008 | 0.060 | 0.086 | 0.008 | 0.000 | 0.000 | 0.005 | 0.000 | 1.000 | 0.003 | 0.001 | 0.000 | 0.000 | 0.004 | 0.004 | 0.032 | 0.007 | 0.001 | 0.036 | 0.001 | 0.050 | 0.036 | 0.000 | 0.005 | 0.020 | 0.004 | 0.000 | 0.075 | 0.012 | 0.015 | 0.065 |
| has_secondary_use_other | 0.007 | 0.015 | 0.019 | 0.010 | 0.016 | 0.015 | 0.044 | 0.030 | 0.015 | 0.040 | 0.202 | 0.085 | 0.000 | 0.000 | 0.003 | 0.003 | 0.003 | 1.000 | 0.001 | 0.000 | 0.000 | 0.010 | 0.008 | 0.000 | 0.014 | 0.004 | 0.005 | 0.006 | 0.008 | 0.000 | 0.001 | 0.014 | 0.001 | 0.017 | 0.016 | 0.021 | 0.000 | 0.008 | 0.010 |
| has_secondary_use_rental | 0.026 | 0.105 | 0.094 | 0.066 | 0.102 | 0.186 | 0.046 | 0.043 | 0.016 | 0.162 | 0.254 | 0.023 | 0.000 | 0.000 | 0.017 | 0.001 | 0.001 | 0.001 | 1.000 | 0.000 | 0.000 | 0.004 | 0.019 | 0.110 | 0.034 | 0.017 | 0.117 | 0.000 | 0.130 | 0.103 | 0.011 | 0.026 | 0.046 | 0.008 | 0.005 | 0.196 | 0.027 | 0.060 | 0.188 |
| has_secondary_use_school | 0.008 | 0.077 | 0.029 | 0.025 | 0.014 | 0.038 | 0.007 | 0.004 | 0.006 | 0.037 | 0.053 | 0.004 | 0.000 | 0.000 | 0.002 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.003 | 0.019 | 0.005 | 0.000 | 0.023 | 0.000 | 0.024 | 0.020 | 0.000 | 0.003 | 0.010 | 0.004 | 0.008 | 0.044 | 0.032 | 0.007 | 0.032 |
| has_secondary_use_use_police | 0.000 | 0.000 | 0.019 | 0.003 | 0.000 | 0.008 | 0.004 | 0.006 | 0.000 | 0.006 | 0.026 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.001 | 0.004 | 0.003 | 0.000 | 0.002 | 0.000 | 0.003 | 0.000 | 0.000 | 0.001 | 0.004 | 0.002 | 0.000 | 0.005 | 0.012 | 0.000 | 0.008 |
| has_superstructure_adobe_mud | 0.207 | 0.036 | 0.034 | 0.204 | 0.075 | 0.105 | 0.269 | 0.077 | 0.038 | 0.082 | 0.013 | 0.003 | 0.001 | 0.002 | 0.013 | 0.000 | 0.004 | 0.010 | 0.004 | 0.000 | 0.000 | 1.000 | 0.012 | 0.037 | 0.014 | 0.315 | 0.306 | 0.058 | 0.037 | 0.037 | 0.007 | 0.013 | 0.154 | 0.020 | 0.051 | 0.090 | 0.027 | 0.194 | 0.073 |
| has_superstructure_bamboo | 0.046 | 0.030 | 0.030 | 0.079 | 0.064 | 0.304 | 0.237 | 0.092 | 0.037 | 0.082 | 0.022 | 0.005 | 0.000 | 0.003 | 0.031 | 0.002 | 0.004 | 0.008 | 0.019 | 0.003 | 0.001 | 0.012 | 1.000 | 0.055 | 0.003 | 0.000 | 0.056 | 0.117 | 0.037 | 0.020 | 0.079 | 0.438 | -0.059 | 0.032 | 0.088 | 0.070 | 0.024 | 0.055 | 0.095 |
| has_superstructure_cement_mortar_brick | 0.124 | 0.212 | 0.049 | 0.259 | 0.281 | 0.510 | 0.215 | 0.124 | 0.034 | 0.586 | 0.076 | 0.054 | 0.007 | 0.008 | 0.139 | 0.026 | 0.032 | 0.000 | 0.110 | 0.019 | 0.004 | 0.037 | 0.055 | 1.000 | 0.079 | 0.031 | 0.471 | 0.006 | 0.121 | 0.139 | 0.044 | 0.058 | -0.048 | 0.060 | 0.078 | 0.442 | 0.105 | 0.119 | 0.420 |
| has_superstructure_cement_mortar_stone | 0.037 | 0.075 | 0.011 | 0.030 | 0.061 | 0.203 | 0.066 | 0.026 | 0.020 | 0.153 | 0.042 | 0.016 | 0.011 | 0.003 | 0.072 | 0.006 | 0.007 | 0.014 | 0.034 | 0.005 | 0.003 | 0.014 | 0.003 | 0.079 | 1.000 | 0.000 | 0.104 | 0.012 | 0.025 | 0.076 | 0.036 | 0.015 | 0.005 | 0.013 | 0.011 | 0.097 | 0.026 | 0.029 | 0.084 |
| has_superstructure_mud_mortar_brick | 0.285 | 0.064 | 0.035 | 0.392 | 0.063 | 0.076 | 0.285 | 0.099 | 0.055 | 0.051 | 0.011 | 0.038 | 0.002 | 0.000 | 0.024 | 0.011 | 0.001 | 0.004 | 0.017 | 0.000 | 0.000 | 0.315 | 0.000 | 0.031 | 0.000 | 1.000 | 0.376 | 0.027 | 0.026 | 0.029 | 0.033 | 0.000 | 0.179 | 0.064 | 0.034 | 0.038 | 0.044 | 0.349 | 0.036 |
| has_superstructure_mud_mortar_stone | 0.142 | 0.238 | 0.063 | 0.358 | 0.336 | 0.554 | 0.332 | 0.150 | 0.035 | 0.500 | 0.087 | 0.058 | 0.011 | 0.008 | 0.159 | 0.025 | 0.036 | 0.005 | 0.117 | 0.023 | 0.002 | 0.306 | 0.056 | 0.471 | 0.104 | 0.376 | 1.000 | 0.042 | 0.225 | 0.223 | 0.033 | 0.042 | -0.037 | 0.080 | 0.148 | 0.452 | 0.120 | 0.282 | 0.439 |
| has_superstructure_other | 0.014 | 0.012 | 0.006 | 0.033 | 0.033 | 0.115 | 0.060 | 0.041 | 0.027 | 0.028 | 0.000 | 0.006 | 0.000 | 0.000 | 0.007 | 0.000 | 0.001 | 0.006 | 0.000 | 0.000 | 0.000 | 0.058 | 0.117 | 0.006 | 0.012 | 0.027 | 0.042 | 1.000 | 0.009 | 0.018 | 0.066 | 0.105 | -0.017 | 0.035 | 0.020 | 0.037 | 0.019 | 0.000 | 0.020 |
| has_superstructure_rc_engineered | 0.084 | 0.223 | 0.066 | 0.132 | 0.238 | 0.544 | 0.062 | 0.068 | 0.036 | 0.363 | 0.104 | 0.029 | 0.030 | 0.010 | 0.140 | 0.004 | 0.050 | 0.008 | 0.130 | 0.024 | 0.003 | 0.037 | 0.037 | 0.121 | 0.025 | 0.026 | 0.225 | 0.009 | 1.000 | 0.012 | 0.021 | 0.069 | 0.070 | 0.028 | 0.013 | 0.420 | 0.042 | 0.095 | 0.467 |
| has_superstructure_rc_non_engineered | 0.074 | 0.190 | 0.060 | 0.107 | 0.188 | 0.506 | 0.045 | 0.063 | 0.031 | 0.364 | 0.109 | 0.023 | 0.004 | 0.007 | 0.158 | 0.015 | 0.036 | 0.000 | 0.103 | 0.020 | 0.000 | 0.037 | 0.020 | 0.139 | 0.076 | 0.029 | 0.223 | 0.018 | 0.012 | 1.000 | 0.008 | 0.028 | 0.044 | 0.011 | 0.008 | 0.389 | 0.048 | 0.089 | 0.447 |
| has_superstructure_stone_flag | 0.030 | 0.004 | 0.009 | 0.050 | 0.067 | 0.145 | 0.113 | 0.063 | 0.036 | 0.131 | 0.000 | 0.011 | 0.001 | 0.000 | 0.009 | 0.003 | 0.000 | 0.001 | 0.011 | 0.000 | 0.000 | 0.007 | 0.079 | 0.044 | 0.036 | 0.033 | 0.033 | 0.066 | 0.021 | 0.008 | 1.000 | 0.125 | -0.017 | 0.046 | 0.012 | 0.130 | 0.016 | 0.020 | 0.043 |
| has_superstructure_timber | 0.040 | 0.057 | 0.035 | 0.098 | 0.070 | 0.342 | 0.207 | 0.090 | 0.050 | 0.102 | 0.023 | 0.002 | 0.003 | 0.004 | 0.028 | 0.000 | 0.005 | 0.014 | 0.026 | 0.003 | 0.001 | 0.013 | 0.438 | 0.058 | 0.015 | 0.000 | 0.042 | 0.105 | 0.069 | 0.028 | 0.125 | 1.000 | -0.039 | 0.047 | 0.106 | 0.161 | 0.028 | 0.053 | 0.142 |
| height_percentage | 0.199 | 0.210 | 0.063 | 0.756 | 0.081 | -0.135 | -0.076 | 0.038 | -0.018 | 0.000 | 0.055 | -0.004 | 0.010 | 0.007 | 0.075 | -0.001 | 0.020 | 0.001 | 0.046 | 0.010 | 0.004 | 0.154 | -0.059 | -0.048 | 0.005 | 0.179 | -0.037 | -0.017 | 0.070 | 0.044 | -0.017 | -0.039 | 1.000 | 0.019 | 0.038 | 0.300 | 0.020 | 0.210 | 0.235 |
| land_surface_condition | 0.029 | 0.019 | 0.014 | 0.047 | 0.029 | 0.032 | 0.033 | 0.049 | 0.033 | 0.045 | 0.009 | 0.006 | 0.000 | 0.000 | 0.013 | 0.000 | 0.004 | 0.017 | 0.008 | 0.004 | 0.002 | 0.020 | 0.032 | 0.060 | 0.013 | 0.064 | 0.080 | 0.035 | 0.028 | 0.011 | 0.046 | 0.047 | 0.019 | 1.000 | 0.021 | 0.037 | 0.022 | 0.033 | 0.039 |
| legal_ownership_status | 0.048 | 0.012 | 0.011 | 0.067 | 0.071 | 0.150 | 0.089 | 0.064 | 0.034 | 0.032 | 0.025 | 0.012 | 0.000 | 0.000 | 0.043 | 0.004 | 0.000 | 0.016 | 0.005 | 0.008 | 0.000 | 0.051 | 0.088 | 0.078 | 0.011 | 0.034 | 0.148 | 0.020 | 0.013 | 0.008 | 0.012 | 0.106 | 0.038 | 0.021 | 1.000 | 0.065 | 0.014 | 0.029 | 0.029 |
| other_floor_type | 0.114 | 0.187 | 0.071 | 0.582 | 0.246 | 0.411 | 0.129 | 0.070 | 0.029 | 0.364 | 0.182 | 0.065 | 0.026 | 0.019 | 0.262 | 0.023 | 0.075 | 0.021 | 0.196 | 0.044 | 0.005 | 0.090 | 0.070 | 0.442 | 0.097 | 0.038 | 0.452 | 0.037 | 0.420 | 0.389 | 0.130 | 0.161 | 0.300 | 0.037 | 0.065 | 1.000 | 0.064 | 0.112 | 0.522 |
| plan_configuration | 0.014 | 0.047 | 0.008 | 0.036 | 0.058 | 0.057 | 0.030 | 0.018 | 0.008 | 0.059 | 0.030 | 0.017 | 0.000 | 0.000 | 0.049 | 0.005 | 0.012 | 0.000 | 0.027 | 0.032 | 0.012 | 0.027 | 0.024 | 0.105 | 0.026 | 0.044 | 0.120 | 0.019 | 0.042 | 0.048 | 0.016 | 0.028 | 0.020 | 0.022 | 0.014 | 0.064 | 1.000 | 0.027 | 0.063 |
| position | 0.192 | 0.047 | 0.033 | 0.314 | 0.045 | 0.098 | 0.136 | 0.078 | 0.026 | 0.080 | 0.118 | 0.034 | 0.008 | 0.010 | 0.199 | 0.012 | 0.015 | 0.008 | 0.060 | 0.007 | 0.000 | 0.194 | 0.055 | 0.119 | 0.029 | 0.349 | 0.282 | 0.000 | 0.095 | 0.089 | 0.020 | 0.053 | 0.210 | 0.033 | 0.029 | 0.112 | 0.027 | 1.000 | 0.126 |
| roof_type | 0.091 | 0.251 | 0.080 | 0.182 | 0.241 | 0.548 | 0.206 | 0.087 | 0.035 | 0.472 | 0.160 | 0.060 | 0.022 | 0.017 | 0.233 | 0.016 | 0.065 | 0.010 | 0.188 | 0.032 | 0.008 | 0.073 | 0.095 | 0.420 | 0.084 | 0.036 | 0.439 | 0.020 | 0.467 | 0.447 | 0.043 | 0.142 | 0.235 | 0.039 | 0.029 | 0.522 | 0.063 | 0.126 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
| geo_level_1_id | geo_level_2_id | geo_level_3_id | count_floors_pre_eq | age | area_percentage | height_percentage | land_surface_condition | foundation_type | roof_type | ground_floor_type | other_floor_type | position | plan_configuration | has_superstructure_adobe_mud | has_superstructure_mud_mortar_stone | has_superstructure_stone_flag | has_superstructure_cement_mortar_stone | has_superstructure_mud_mortar_brick | has_superstructure_cement_mortar_brick | has_superstructure_timber | has_superstructure_bamboo | has_superstructure_rc_non_engineered | has_superstructure_rc_engineered | has_superstructure_other | legal_ownership_status | count_families | has_secondary_use | has_secondary_use_agriculture | has_secondary_use_hotel | has_secondary_use_rental | has_secondary_use_institution | has_secondary_use_school | has_secondary_use_industry | has_secondary_use_health_post | has_secondary_use_gov_office | has_secondary_use_use_police | has_secondary_use_other | damage_grade | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 6 | 487 | 12198 | 2 | 30 | 6 | 5 | t | r | n | f | q | t | d | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | v | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 3 |
| 1 | 8 | 900 | 2812 | 2 | 10 | 8 | 7 | o | r | n | x | q | s | d | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | v | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 |
| 2 | 21 | 363 | 8973 | 2 | 10 | 5 | 5 | t | r | n | f | x | t | d | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | v | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 3 |
| 3 | 22 | 418 | 10694 | 2 | 10 | 6 | 5 | t | r | n | f | x | s | d | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | v | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 |
| 4 | 11 | 131 | 1488 | 3 | 30 | 8 | 9 | t | r | n | f | x | s | d | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | v | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 3 |
| 5 | 8 | 558 | 6089 | 2 | 10 | 9 | 5 | t | r | n | f | q | s | d | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | v | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 |
| 6 | 9 | 475 | 12066 | 2 | 25 | 3 | 4 | n | r | n | x | q | s | d | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | v | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 3 |
| 7 | 20 | 323 | 12236 | 2 | 0 | 8 | 6 | t | w | q | v | x | s | u | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | v | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 |
| 8 | 0 | 757 | 7219 | 2 | 15 | 8 | 6 | t | r | q | f | q | s | d | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | v | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 |
| 9 | 26 | 886 | 994 | 1 | 0 | 13 | 4 | t | i | n | v | j | s | d | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | v | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 |
| geo_level_1_id | geo_level_2_id | geo_level_3_id | count_floors_pre_eq | age | area_percentage | height_percentage | land_surface_condition | foundation_type | roof_type | ground_floor_type | other_floor_type | position | plan_configuration | has_superstructure_adobe_mud | has_superstructure_mud_mortar_stone | has_superstructure_stone_flag | has_superstructure_cement_mortar_stone | has_superstructure_mud_mortar_brick | has_superstructure_cement_mortar_brick | has_superstructure_timber | has_superstructure_bamboo | has_superstructure_rc_non_engineered | has_superstructure_rc_engineered | has_superstructure_other | legal_ownership_status | count_families | has_secondary_use | has_secondary_use_agriculture | has_secondary_use_hotel | has_secondary_use_rental | has_secondary_use_institution | has_secondary_use_school | has_secondary_use_industry | has_secondary_use_health_post | has_secondary_use_gov_office | has_secondary_use_use_police | has_secondary_use_other | damage_grade | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 260591 | 20 | 368 | 5980 | 1 | 25 | 5 | 3 | n | r | n | f | j | s | d | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | v | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 3 |
| 260592 | 10 | 1382 | 1903 | 2 | 25 | 5 | 5 | t | r | n | f | q | s | d | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | v | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 |
| 260593 | 8 | 767 | 8613 | 2 | 5 | 13 | 5 | t | r | n | f | q | s | d | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | v | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 |
| 260594 | 27 | 181 | 1537 | 6 | 0 | 13 | 12 | t | r | n | f | x | j | d | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | v | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 |
| 260595 | 8 | 268 | 4718 | 2 | 20 | 8 | 5 | t | r | n | f | q | s | d | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | v | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 3 |
| 260596 | 25 | 1335 | 1621 | 1 | 55 | 6 | 3 | n | r | n | f | j | s | q | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | v | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 |
| 260597 | 17 | 715 | 2060 | 2 | 0 | 6 | 5 | t | r | n | f | q | s | d | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | v | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 3 |
| 260598 | 17 | 51 | 8163 | 3 | 55 | 6 | 7 | t | r | q | f | q | s | d | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | v | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 3 |
| 260599 | 26 | 39 | 1851 | 2 | 10 | 14 | 6 | t | r | x | v | s | j | d | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | v | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 |
| 260600 | 21 | 9 | 9101 | 3 | 10 | 7 | 6 | n | r | n | f | q | j | d | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | v | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 3 |
Most frequently occurring
| geo_level_1_id | geo_level_2_id | geo_level_3_id | count_floors_pre_eq | age | area_percentage | height_percentage | land_surface_condition | foundation_type | roof_type | ground_floor_type | other_floor_type | position | plan_configuration | has_superstructure_adobe_mud | has_superstructure_mud_mortar_stone | has_superstructure_stone_flag | has_superstructure_cement_mortar_stone | has_superstructure_mud_mortar_brick | has_superstructure_cement_mortar_brick | has_superstructure_timber | has_superstructure_bamboo | has_superstructure_rc_non_engineered | has_superstructure_rc_engineered | has_superstructure_other | legal_ownership_status | count_families | has_secondary_use | has_secondary_use_agriculture | has_secondary_use_hotel | has_secondary_use_rental | has_secondary_use_institution | has_secondary_use_school | has_secondary_use_industry | has_secondary_use_health_post | has_secondary_use_gov_office | has_secondary_use_use_police | has_secondary_use_other | damage_grade | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 4570 | 10 | 1382 | 65 | 3 | 25 | 6 | 8 | t | r | n | f | q | s | d | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | v | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 29 |
| 6352 | 17 | 930 | 8984 | 3 | 20 | 6 | 7 | t | r | n | f | q | s | d | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | v | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 15 |
| 9327 | 27 | 269 | 11121 | 2 | 15 | 8 | 7 | t | r | n | f | x | s | d | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | v | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 15 |
| 7269 | 20 | 863 | 8578 | 2 | 10 | 9 | 7 | t | r | q | x | x | s | d | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | v | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 14 |
| 1098 | 4 | 1218 | 10531 | 2 | 10 | 6 | 5 | t | r | n | f | q | s | d | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | v | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 12 |
| 3527 | 10 | 70 | 9429 | 2 | 10 | 5 | 4 | t | r | n | f | q | s | d | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | v | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 12 |
| 8587 | 26 | 39 | 11246 | 1 | 0 | 6 | 3 | t | u | q | v | j | s | q | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | a | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 12 |
| 9331 | 27 | 269 | 11121 | 2 | 15 | 10 | 7 | t | r | n | f | x | s | d | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | v | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 12 |
| 3170 | 8 | 1114 | 8002 | 2 | 15 | 6 | 5 | n | r | n | f | q | s | d | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | v | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 11 |
| 323 | 3 | 720 | 6917 | 2 | 20 | 7 | 5 | t | r | n | f | q | s | d | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | v | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 10 |